[fix] - rename folders

README.md

@@ -14,7 +14,7 @@ size_categories:
 
 # 🎬 SceneSense Dataset
 
-The dataset contains visual features obtained from a wide range of movies (full-length), their shots, and free trailers. It can be used in recommendation, information retrieval, classification, _etc_.
+The dataset contains visual features obtained from a wide range of movies (full-length), their shots, and free trailers. It contains frame-level extracted visual features and aggregated version of them. **SceneSense** can be used in recommendation, information retrieval, classification, _etc_ tasks.
 
 ## 📃 Table of Content
 
@@ -43,21 +43,27 @@ The dataset contains visual features obtained from a wide range of movies (full-
 
 ### Required Capacity
 
-| Data        | Model | Total Files | Size on Disk  |
-| ----------- | ----- | ----------- | ------------- |
-| Full Movies | incp3 | 84,872      | 35.8 GB       |
-| Full Movies | vgg19 | 84,872      | 46.1 GB       |
-| Movie Shots | incp3 | 16,713      | 7.01 GB       |
-| Movie Shots | vgg19 | 24,598      | 13.3 GB       |
-| Trailers    | incp3 | 1,725       | 681 MB        |
-| Trailers    | vgg19 | 1,725       | 885 MB        |
-| **Total**   | -     | **214,505** | **~103.8 GB** |
+| Data                   | Model | Total Files | Size on Disk  |
+| ---------------------- | ----- | ----------- | ------------- |
+| Full Movies            | incp3 | 84,872      | 35.8 GB       |
+| Full Movies            | vgg19 | 84,872      | 46.1 GB       |
+| Movie Shots            | incp3 | 16,713      | 7.01 GB       |
+| Movie Shots            | vgg19 | 24,598      | 13.3 GB       |
+| Trailers               | incp3 | 1,725       | 681 MB        |
+| Trailers               | vgg19 | 1,725       | 885 MB        |
+| Aggregated Full Movies | incp3 | 84,872      | 10 MB         |
+| Aggregated Full Movies | vgg19 | 84,872      | 19 MB         |
+| Aggregated Movie Shots | incp3 | 16,713      | 10 MB         |
+| Aggregated Movie Shots | vgg19 | 24,598      | 19 MB         |
+| Aggregated Trailers    | incp3 | 1,725       | 10 MB         |
+| Aggregated Trailers    | vgg19 | 1,725       | 19 MB         |
+| **Total**              | -     | **214,505** | **~103.9 GB** |
 
 ## 🗄️ Files Structure <a id="structure"></a>
 
 ### Level I. Primary Categories
 
-The dataset contains three main folders and a `stats.json` file. The folders keep the visual features extracted from various sources, including `full_movies` for frame-level visual features extracted from full-length movie videos, `movie_shots` for the shot-level (_i.e.,_ important frames) visual features extracted from full-length movie videos, and `movie_trailers` for frame-level visual features extracted from movie trailers videos.
+The dataset contains six main folders and a `stats.json` file. Folders **'full_movies'**, **'movie_shots'**, and **'movie_trailers'** keep the visual features extracted from various sources, including `full_movies` for frame-level visual features extracted from full-length movie videos, `movie_shots` for the shot-level (_i.e.,_ important frames) visual features extracted from full-length movie videos, and `movie_trailers` for frame-level visual features extracted from movie trailers videos. Folders **'full_movies_agg'**, **'movie_shots_agg'**, and **'movie_trailers_agg'** keep the aggregated versions of
 
 ### Level II. Visual Feature Extractors